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A classic scene from Stanley Kubrick's The Shining, which was ranked the most popular film set in Colorado.

In some classic movies, the geographic setting takes on a character of its own. The isolated snowy woodlands of Estes Park, Colo., provide the perfect eerie backdrop for The Shining, Pulp Fiction has an unmistakably L.A. vibe, and it’s hard to imagine The Godfather set anywhere but New York.

Now, a new map reveals the most popular movie set in each state, based on IMDB ratings. For a movie to qualify, a “large part of the film/the main plot has to take place in the state,” explains the map’s creator, Reddit user Jakubisko.

Some of the top movies were no-brainers (Mr. Smith Goes to Washington is the top movie set in Washington, D.C., for instance), while others were more surprising. For example, 50/50, a 2011 romantic comedy about a young man diagnosed with cancer, beat out Sleepless in Seattle and 10 Things I Hate About You as the top movie set in Washington state.

Other top movies include Gone With the Wind for Alabama, One Flew Over the Cuckoo’s Nest for Oregon, and Scarface for Florida. Fargo took the top spot in both North Dakota and Minnesota, and 2013’s Nebraska, a drama starring Bruce Dern, also made the list (three guesses for which state).